{"id":"W3171646383","doi":"10.1016/j.jcms.2021.05.002","title":"Digitally designed, personalized bone cement spacer for staged TMJ and mandibular reconstruction — Introduction of a new technique","year":2021,"lang":"en","type":"article","venue":"Journal of Cranio-Maxillofacial Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Mandible (arthropod mouthpart); Bone cement; Workflow; Dentistry; Soft tissue; Silicone; Temporomandibular joint; Surgery; Computer science; Cement; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174751,0.0001521611,0.0006087197,0.0002842525,0.00009562507,0.00003138127,0.00001169758,0.0001093311,0.0003293856],"category_scores_gemma":[0.0004325319,0.0001290981,0.0003486558,0.0002166942,0.00007494243,0.0002544927,0.0000130123,0.0001388771,0.000001011002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189508,"about_ca_system_score_gemma":0.0004952663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000220995,"about_ca_topic_score_gemma":0.000002988926,"domain_scores_codex":[0.9986518,0.0000457675,0.0006569211,0.0001719564,0.000300342,0.0001732183],"domain_scores_gemma":[0.9986019,0.00005268595,0.0004850843,0.0001189832,0.0005801155,0.0001612822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009895981,0.001681461,0.2161249,0.0008170499,0.002542136,0.001009642,0.0007175804,0.00001807359,0.1835581,0.0005113818,0.005927634,0.5771961],"study_design_scores_gemma":[0.03473966,0.005433731,0.1320244,0.001858247,0.00526219,0.05683808,0.002423189,0.00004972691,0.1709316,0.004373773,0.5846658,0.001399513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355718,0.001335883,0.05919268,0.002067232,0.001016697,0.000604103,0.00002258181,0.00002029905,0.0001687321],"genre_scores_gemma":[0.9729283,0.002615697,0.01970057,0.000114252,0.001457483,0.00003390284,0.00005023609,0.00005358487,0.00304593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5787382,"threshold_uncertainty_score":0.5264466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903937158213298,"score_gpt":0.2644767291283873,"score_spread":0.2454373575462543,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}